List of Papers and Research Projects
An SDE Framework for Adversarial Training, with Convergence and Robustness AnalysisHaotian Gu, Xin Guo. Submitted to ICML 2021.
Haotian Gu, Xin Guo, Xiaoli Wei, Renyuan Xu. Submitted to SIAM Journal on Mathematics of Data Science. Short Version Accepted by Workshop on Theoretical Foundations of Reinforcement Learning, ICML 2020.
On Metrics and Curvatures on Complex Manifolds2017.9 - 2017.12, Undergraduate Research ProgramSupervisor: Prof. Ngaiming Mok @ HKU